Table Data - All Employees: Professional and Business Services in Duluth, MN-WI (MSA)
| Title | All Employees: Professional and Business Services in Duluth, MN-WI (MSA) |
|---|---|
| Series ID | DULU227PBSV |
| Source | U.S. Bureau of Labor Statistics |
| Release | State Employment and Unemployment |
| Seasonal Adjustment | Seasonally Adjusted |
| Frequency | Monthly |
| Units | Thousands of Persons |
| Date Range | 1990-01-01 to 2026-04-01 |
| Last Updated | 2026-05-26 3:05 PM CDT |
| Notes | The Federal Reserve Bank of St. Louis seasonally adjusts this series by using the 'statsmodels' library from Python with default parameter settings. The package uses the U.S. Bureau of the Census X-13ARIMA-SEATS Seasonal Adjustment Program. More information on the 'statsmodels' X-13ARIMA-SEATS package can be found here. More information on X-13ARIMA-SEATS can be found here. Many series include both seasonally adjusted (SA) and not seasonally adjusted (NSA) data. Occasionally, updates to the data will not include sufficient seasonal factors to trigger a seasonal adjustment. In these cases, the NSA series will be updated normally; but the SA series will also be updated with the NSA data. The NSA series can be located here here. Some seasonally adjusted series may exhibit negative values because they are created from a seasonal adjustment process regardless of the actual meaning or interpretation of the given indicator. |
| DATE | VALUE |
|---|---|
| 1990-01-01 | 4.99189920173885 |
| 1990-02-01 | 4.95897428277061 |
| 1990-03-01 | 5.04988541981341 |
| 1990-04-01 | 5.05577085177372 |
| 1990-05-01 | 5.05961231524583 |
| 1990-06-01 | 5.06813462044129 |
| 1990-07-01 | 5.41389170488385 |
| 1990-08-01 | 5.39391110804776 |
| 1990-09-01 | 5.59609080888661 |
| 1990-10-01 | 5.22499965872358 |
| 1990-11-01 | 5.40938914437568 |
| 1990-12-01 | 5.38714569819489 |
| 1991-01-01 | 5.28825110977491 |
| 1991-02-01 | 5.25186842626234 |
| 1991-03-01 | 5.23741824002536 |
| 1991-04-01 | 5.35738586717031 |
| 1991-05-01 | 5.45848793883075 |
| 1991-06-01 | 5.47123177709104 |
| 1991-07-01 | 5.51647091360018 |
| 1991-08-01 | 5.60138550300892 |
| 1991-09-01 | 5.60666048072211 |
| 1991-10-01 | 5.62909235513853 |
| 1991-11-01 | 5.61255535008347 |
| 1991-12-01 | 5.69660851875556 |
| 1992-01-01 | 6.17963967968708 |
| 1992-02-01 | 6.12987517387272 |
| 1992-03-01 | 6.11420702775839 |
| 1992-04-01 | 6.26116772067370 |
| 1992-05-01 | 6.25264791301771 |
| 1992-06-01 | 6.37432810349732 |
| 1992-07-01 | 6.32657910368631 |
| 1992-08-01 | 6.21957249585986 |
| 1992-09-01 | 6.31904407216593 |
| 1992-10-01 | 5.53677670931890 |
| 1992-11-01 | 5.51870117669277 |
| 1992-12-01 | 5.51395160915282 |
| 1993-01-01 | 5.16239524978760 |
| 1993-02-01 | 5.19790881892042 |
| 1993-03-01 | 5.28439694050704 |
| 1993-04-01 | 5.06276946703766 |
| 1993-05-01 | 5.05224513305800 |
| 1993-06-01 | 5.07498518619660 |
| 1993-07-01 | 5.03423845860186 |
| 1993-08-01 | 5.14201567277468 |
| 1993-09-01 | 5.23703526414590 |
| 1993-10-01 | 5.34681563467979 |
| 1993-11-01 | 5.41799360930318 |
| 1993-12-01 | 5.42700813475353 |
| 1994-01-01 | 5.44176450151655 |
| 1994-02-01 | 5.47675211546417 |
| 1994-03-01 | 5.46064732714064 |
| 1994-04-01 | 5.47169299042565 |
| 1994-05-01 | 5.44927650646124 |
| 1994-06-01 | 5.37446178909063 |
| 1994-07-01 | 5.43414323924600 |
| 1994-08-01 | 5.35270441958933 |
| 1994-09-01 | 5.25303920317707 |
| 1994-10-01 | 5.05996250244288 |
| 1994-11-01 | 5.21103602722510 |
| 1994-12-01 | 5.23253911191479 |
| 1995-01-01 | 5.53454916607769 |
| 1995-02-01 | 5.47847642483117 |
| 1995-03-01 | 5.54948771147262 |
| 1995-04-01 | 5.47631490906500 |
| 1995-05-01 | 5.54690255602821 |
| 1995-06-01 | 5.46555941037536 |
| 1995-07-01 | 5.51183430715491 |
| 1995-08-01 | 5.65041174953261 |
| 1995-09-01 | 5.77056325524745 |
| 1995-10-01 | 5.77796387707267 |
| 1995-11-01 | 5.80916688833491 |
| 1995-12-01 | 5.82016554456614 |
| 1996-01-01 | 6.04523221358945 |
| 1996-02-01 | 6.09793542130764 |
| 1996-03-01 | 6.15346812508186 |
| 1996-04-01 | 6.17720211521891 |
| 1996-05-01 | 6.13750649864682 |
| 1996-06-01 | 6.24697341182718 |
| 1996-07-01 | 6.18380056706445 |
| 1996-08-01 | 6.24602105359117 |
| 1996-09-01 | 6.28376038056472 |
| 1996-10-01 | 6.40078115959727 |
| 1996-11-01 | 6.51224181683955 |
| 1996-12-01 | 6.49465720330020 |
| 1997-01-01 | 6.66739125129012 |
| 1997-02-01 | 6.62384333272540 |
| 1997-03-01 | 6.55186849349529 |
| 1997-04-01 | 6.66745469700938 |
| 1997-05-01 | 6.83824747020161 |
| 1997-06-01 | 6.91964077953290 |
| 1997-07-01 | 7.16669676321517 |
| 1997-08-01 | 7.35267172785509 |
| 1997-09-01 | 7.30257592519274 |
| 1997-10-01 | 8.52153357234608 |
| 1997-11-01 | 7.50746560227935 |
| 1997-12-01 | 7.55684285137140 |
| 1998-01-01 | 7.47529805503433 |
| 1998-02-01 | 7.54729744556073 |
| 1998-03-01 | 7.45170378042220 |
| 1998-04-01 | 7.86129086965898 |
| 1998-05-01 | 8.24305437718180 |
| 1998-06-01 | 8.29972758051992 |
| 1998-07-01 | 8.26958529026493 |
| 1998-08-01 | 8.06763814865452 |
| 1998-09-01 | 8.01816993603582 |
| 1998-10-01 | 7.73440147143727 |
| 1998-11-01 | 7.78926718852094 |
| 1998-12-01 | 7.92527580089400 |
| 1999-01-01 | 7.77526638329784 |
| 1999-02-01 | 7.85535811666329 |
| 1999-03-01 | 7.84860485917070 |
| 1999-04-01 | 7.95746234929092 |
| 1999-05-01 | 7.95831121939685 |
| 1999-06-01 | 7.98848326797319 |
| 1999-07-01 | 7.98255847132075 |
| 1999-08-01 | 7.88124413644101 |
| 1999-09-01 | 7.52575252801161 |
| 1999-10-01 | 7.94404581671342 |
| 1999-11-01 | 7.97514082157730 |
| 1999-12-01 | 8.11962486170630 |
| 2000-01-01 | 8.05128394053872 |
| 2000-02-01 | 8.13843143472815 |
| 2000-03-01 | 8.35157327148359 |
| 2000-04-01 | 8.55862088791552 |
| 2000-05-01 | 8.17118842109056 |
| 2000-06-01 | 8.18975620772862 |
| 2000-07-01 | 8.20142970397070 |
| 2000-08-01 | 8.39138601663080 |
| 2000-09-01 | 8.42703610256039 |
| 2000-10-01 | 8.55472327583354 |
| 2000-11-01 | 8.66601773812940 |
| 2000-12-01 | 8.62482961085909 |
| 2001-01-01 | 7.61876697770421 |
| 2001-02-01 | 7.40880566661609 |
| 2001-03-01 | 7.34927750207433 |
| 2001-04-01 | 7.26704707968653 |
| 2001-05-01 | 7.19034823173954 |
| 2001-06-01 | 7.10359679306178 |
| 2001-07-01 | 6.91962659615254 |
| 2001-08-01 | 6.88725889229012 |
| 2001-09-01 | 6.92505781127912 |
| 2001-10-01 | 6.96029436957057 |
| 2001-11-01 | 6.95395540133335 |
| 2001-12-01 | 6.83445253170789 |
| 2002-01-01 | 6.88279600373888 |
| 2002-02-01 | 6.98734525880378 |
| 2002-03-01 | 6.86962166812877 |
| 2002-04-01 | 6.97774691164129 |
| 2002-05-01 | 6.89623249388470 |
| 2002-06-01 | 7.21497435757398 |
| 2002-07-01 | 7.32766767271908 |
| 2002-08-01 | 7.57633284872141 |
| 2002-09-01 | 7.52733718023457 |
| 2002-10-01 | 7.15933925185185 |
| 2002-11-01 | 7.14360264376301 |
| 2002-12-01 | 7.23652431646704 |
| 2003-01-01 | 7.56886861014940 |
| 2003-02-01 | 7.47570431904170 |
| 2003-03-01 | 7.49060318159103 |
| 2003-04-01 | 7.49013988457488 |
| 2003-05-01 | 7.50295013545952 |
| 2003-06-01 | 7.42776426634571 |
| 2003-07-01 | 7.41915692882042 |
| 2003-08-01 | 7.35134058785118 |
| 2003-09-01 | 7.22383673231069 |
| 2003-10-01 | 7.15145945443391 |
| 2003-11-01 | 7.14363029197037 |
| 2003-12-01 | 7.34671199121969 |
| 2004-01-01 | 7.27465562285743 |
| 2004-02-01 | 7.27546940999255 |
| 2004-03-01 | 7.30766430915767 |
| 2004-04-01 | 7.19463157075857 |
| 2004-05-01 | 7.19737119323689 |
| 2004-06-01 | 7.12918218003644 |
| 2004-07-01 | 7.20769664469137 |
| 2004-08-01 | 7.23043724682053 |
| 2004-09-01 | 7.22880666320579 |
| 2004-10-01 | 7.24454539361491 |
| 2004-11-01 | 7.24617639420265 |
| 2004-12-01 | 7.25195253981319 |
| 2005-01-01 | 6.89378543207882 |
| 2005-02-01 | 6.87838395800525 |
| 2005-03-01 | 6.90696351727342 |
| 2005-04-01 | 7.09564766885886 |
| 2005-05-01 | 7.09522506751071 |
| 2005-06-01 | 7.14346682901026 |
| 2005-07-01 | 7.00353886037368 |
| 2005-08-01 | 7.00486200034474 |
| 2005-09-01 | 7.02246849640413 |
| 2005-10-01 | 7.13060357859829 |
| 2005-11-01 | 7.13703476995903 |
| 2005-12-01 | 7.16312104853152 |
| 2006-01-01 | 7.22373893269983 |
| 2006-02-01 | 7.19250885220409 |
| 2006-03-01 | 7.21268020026455 |
| 2006-04-01 | 7.18932338301813 |
| 2006-05-01 | 7.18335893163810 |
| 2006-06-01 | 7.25146797061814 |
| 2006-07-01 | 7.40285515491204 |
| 2006-08-01 | 7.48625063882380 |
| 2006-09-01 | 7.51439452016541 |
| 2006-10-01 | 7.61469083889469 |
| 2006-11-01 | 7.62790798973754 |
| 2006-12-01 | 7.68361566628191 |
| 2007-01-01 | 7.84831819206455 |
| 2007-02-01 | 7.99954864002880 |
| 2007-03-01 | 8.11251869127095 |
| 2007-04-01 | 8.08912118030642 |
| 2007-05-01 | 8.18339391314019 |
| 2007-06-01 | 8.26392887203282 |
| 2007-07-01 | 8.19727749169825 |
| 2007-08-01 | 8.16741137473901 |
| 2007-09-01 | 8.19500054683513 |
| 2007-10-01 | 8.19467109575585 |
| 2007-11-01 | 8.32167942308395 |
| 2007-12-01 | 8.30946298461676 |
| 2008-01-01 | 8.37148624571307 |
| 2008-02-01 | 8.41055992097039 |
| 2008-03-01 | 8.41179107880127 |
| 2008-04-01 | 8.48952593653640 |
| 2008-05-01 | 8.48420215786166 |
| 2008-06-01 | 8.36462463764243 |
| 2008-07-01 | 8.39085018483284 |
| 2008-08-01 | 8.55338686303874 |
| 2008-09-01 | 8.48685340400851 |
| 2008-10-01 | 8.27984901072937 |
| 2008-11-01 | 8.22123988743798 |
| 2008-12-01 | 8.12316998697879 |
| 2009-01-01 | 7.88414288679269 |
| 2009-02-01 | 7.61516158652236 |
| 2009-03-01 | 7.60858731242294 |
| 2009-04-01 | 7.79721350786765 |
| 2009-05-01 | 7.79395015974971 |
| 2009-06-01 | 7.66429507257467 |
| 2009-07-01 | 7.78814732266392 |
| 2009-08-01 | 7.74108910939133 |
| 2009-09-01 | 7.68351528004490 |
| 2009-10-01 | 7.66302846130190 |
| 2009-11-01 | 7.61470480321759 |
| 2009-12-01 | 7.61831262205639 |
| 2010-01-01 | 7.80374522375783 |
| 2010-02-01 | 7.82787807308793 |
| 2010-03-01 | 7.91483087174748 |
| 2010-04-01 | 7.80176307478099 |
| 2010-05-01 | 7.79450984973480 |
| 2010-06-01 | 7.84965436656100 |
| 2010-07-01 | 7.78380576258170 |
| 2010-08-01 | 7.73536330676966 |
| 2010-09-01 | 7.79574546846738 |
| 2010-10-01 | 7.85889983937652 |
| 2010-11-01 | 7.81888768375364 |
| 2010-12-01 | 7.81146623997163 |
| 2011-01-01 | 7.90857486232488 |
| 2011-02-01 | 7.62665508586900 |
| 2011-03-01 | 7.61063706102255 |
| 2011-04-01 | 7.60722432689353 |
| 2011-05-01 | 7.50107101746275 |
| 2011-06-01 | 7.53305469193906 |
| 2011-07-01 | 7.47693497004103 |
| 2011-08-01 | 7.54060510321866 |
| 2011-09-01 | 7.51261030190819 |
| 2011-10-01 | 7.55945600505945 |
| 2011-11-01 | 7.72550674936246 |
| 2011-12-01 | 7.49913718909144 |
| 2012-01-01 | 7.51675428806515 |
| 2012-02-01 | 7.62869563391063 |
| 2012-03-01 | 7.50890754646864 |
| 2012-04-01 | 7.49840203761969 |
| 2012-05-01 | 7.59314310147071 |
| 2012-06-01 | 7.71266264913726 |
| 2012-07-01 | 7.76899622123129 |
| 2012-08-01 | 7.85417921362267 |
| 2012-09-01 | 7.82788418923061 |
| 2012-10-01 | 8.07728264595833 |
| 2012-11-01 | 7.94442922954511 |
| 2012-12-01 | 7.89602202492093 |
| 2013-01-01 | 7.81504198508093 |
| 2013-02-01 | 7.81617741421545 |
| 2013-03-01 | 7.90964514130650 |
| 2013-04-01 | 7.87463143856890 |
| 2013-05-01 | 7.98533866929613 |
| 2013-06-01 | 7.90170449610707 |
| 2013-07-01 | 7.86411369241314 |
| 2013-08-01 | 7.86975598938868 |
| 2013-09-01 | 7.82994043584629 |
| 2013-10-01 | 7.79863950943570 |
| 2013-11-01 | 7.86280270490644 |
| 2013-12-01 | 7.99282615929855 |
| 2014-01-01 | 8.12358551199486 |
| 2014-02-01 | 8.11678094138725 |
| 2014-03-01 | 8.11138472664815 |
| 2014-04-01 | 8.03585099364837 |
| 2014-05-01 | 7.96342285043391 |
| 2014-06-01 | 7.99698993762772 |
| 2014-07-01 | 8.06494661890427 |
| 2014-08-01 | 7.98365338822349 |
| 2014-09-01 | 8.02320324236945 |
| 2014-10-01 | 8.12532428836717 |
| 2014-11-01 | 8.29112539742219 |
| 2014-12-01 | 8.29769768851303 |
| 2015-01-01 | 8.02258113890994 |
| 2015-02-01 | 8.00958397527918 |
| 2015-03-01 | 8.00561369636817 |
| 2015-04-01 | 8.09568557886498 |
| 2015-05-01 | 8.15299227325554 |
| 2015-06-01 | 8.09845395130415 |
| 2015-07-01 | 8.07348725536701 |
| 2015-08-01 | 8.00461059782772 |
| 2015-09-01 | 8.01397272006592 |
| 2015-10-01 | 7.93545129628392 |
| 2015-11-01 | 7.90632282384375 |
| 2015-12-01 | 7.89753304160801 |
| 2016-01-01 | 8.02414583322447 |
| 2016-02-01 | 8.01247756616768 |
| 2016-03-01 | 7.90038831300324 |
| 2016-04-01 | 7.96091129343720 |
| 2016-05-01 | 7.84089684015412 |
| 2016-06-01 | 7.70253634818309 |
| 2016-07-01 | 7.89281984230196 |
| 2016-08-01 | 7.92340258778842 |
| 2016-09-01 | 7.91004358264016 |
| 2016-10-01 | 7.83887299707337 |
| 2016-11-01 | 7.81224664350231 |
| 2016-12-01 | 7.79790772639265 |
| 2017-01-01 | 7.71148098008288 |
| 2017-02-01 | 7.70152394361936 |
| 2017-03-01 | 7.79580816455220 |
| 2017-04-01 | 7.74773009098360 |
| 2017-05-01 | 7.74434196451533 |
| 2017-06-01 | 7.71192511586614 |
| 2017-07-01 | 7.61426564476919 |
| 2017-08-01 | 7.63775189518252 |
| 2017-09-01 | 7.61405575675542 |
| 2017-10-01 | 7.42903548807227 |
| 2017-11-01 | 7.50044602461777 |
| 2017-12-01 | 7.49563749851315 |
| 2018-01-01 | 7.39630822917112 |
| 2018-02-01 | 7.39376620940588 |
| 2018-03-01 | 7.38596412900221 |
| 2018-04-01 | 7.45929175937674 |
| 2018-05-01 | 7.44745159815342 |
| 2018-06-01 | 7.41896365233489 |
| 2018-07-01 | 7.43528836966421 |
| 2018-08-01 | 7.34812659888008 |
| 2018-09-01 | 7.42557170435750 |
| 2018-10-01 | 7.41784242642241 |
| 2018-11-01 | 7.38468025662523 |
| 2018-12-01 | 7.39241890650095 |
| 2019-01-01 | 7.36933922412601 |
| 2019-02-01 | 7.38044906483213 |
| 2019-03-01 | 7.47928270112271 |
| 2019-04-01 | 7.39002653005728 |
| 2019-05-01 | 7.35929771672423 |
| 2019-06-01 | 7.32542925791746 |
| 2019-07-01 | 7.34035276425033 |
| 2019-08-01 | 7.35325064296102 |
| 2019-09-01 | 7.33515160078465 |
| 2019-10-01 | 7.40644078254876 |
| 2019-11-01 | 7.47473955485189 |
| 2019-12-01 | 7.49589301041800 |
| 2020-01-01 | 7.54103514910013 |
| 2020-02-01 | 7.57042639479574 |
| 2020-03-01 | 7.57344792307106 |
| 2020-04-01 | 6.82696038317405 |
| 2020-05-01 | 6.86475720756855 |
| 2020-06-01 | 6.92425958144281 |
| 2020-07-01 | 6.93656372188835 |
| 2020-08-01 | 7.04746090688346 |
| 2020-09-01 | 7.14196988118258 |
| 2020-10-01 | 7.31073415733915 |
| 2020-11-01 | 7.37898558038197 |
| 2020-12-01 | 7.40504825131895 |
| 2021-01-01 | 7.51323022113749 |
| 2021-02-01 | 7.55804321717801 |
| 2021-03-01 | 7.57008801606338 |
| 2021-04-01 | 7.55786779508856 |
| 2021-05-01 | 7.56670616412864 |
| 2021-06-01 | 7.62081491188055 |
| 2021-07-01 | 7.62509381163637 |
| 2021-08-01 | 7.62934189503610 |
| 2021-09-01 | 7.54565989283721 |
| 2021-10-01 | 7.72847820124482 |
| 2021-11-01 | 7.69412514419344 |
| 2021-12-01 | 7.81403653917758 |
| 2022-01-01 | 7.59882327515063 |
| 2022-02-01 | 7.54974022071750 |
| 2022-03-01 | 7.56388559975936 |
| 2022-04-01 | 7.57507286717389 |
| 2022-05-01 | 7.66046991450481 |
| 2022-06-01 | 7.71369556280903 |
| 2022-07-01 | 7.81509281332039 |
| 2022-08-01 | 7.80867002112926 |
| 2022-09-01 | 7.85088338868095 |
| 2022-10-01 | 7.75225026392370 |
| 2022-11-01 | 7.71501558514209 |
| 2022-12-01 | 7.71467451033053 |
| 2023-01-01 | 7.79655542296667 |
| 2023-02-01 | 7.74243187477244 |
| 2023-03-01 | 7.76309489363936 |
| 2023-04-01 | 7.67833414376773 |
| 2023-05-01 | 7.64995852251463 |
| 2023-06-01 | 7.61014897079938 |
| 2023-07-01 | 7.50351443423969 |
| 2023-08-01 | 7.49333289536220 |
| 2023-09-01 | 7.45515385550240 |
| 2023-10-01 | 7.37485596411165 |
| 2023-11-01 | 7.33469559587342 |
| 2023-12-01 | 7.31211800586951 |
| 2024-01-01 | 7.60066415103272 |
| 2024-02-01 | 7.53680654171181 |
| 2024-03-01 | 7.56165547206163 |
| 2024-04-01 | 7.56900995424918 |
| 2024-05-01 | 7.64018435915160 |
| 2024-06-01 | 7.50853002800218 |
| 2024-07-01 | 7.49971987875473 |
| 2024-08-01 | 7.48597766435097 |
| 2024-09-01 | 7.36315192720869 |
| 2024-10-01 | 7.29105071514059 |
| 2024-11-01 | 7.34697547762710 |
| 2024-12-01 | 7.30449733077083 |
| 2025-01-01 | 7.10617689757951 |
| 2025-02-01 | 7.12970026493004 |
| 2025-03-01 | 7.06174877429771 |
| 2025-04-01 | 7.05759511721743 |
| 2025-05-01 | 7.03510879524622 |
| 2025-06-01 | 7.01118283647181 |
| 2025-07-01 | 7.00043789173227 |
| 2025-08-01 | 6.98507265575590 |
| 2025-09-01 | 6.97171520469566 |
| 2025-10-01 | 6.99706378502140 |
| 2025-11-01 | 6.94709456674321 |
| 2025-12-01 | 6.99653472549163 |
| 2026-01-01 | 7.01172046326125 |
| 2026-02-01 | 7.02656554618549 |
| 2026-03-01 | 6.96359294096135 |
| 2026-04-01 | 6.94842265245250 |